Cornerstone-OnDemand / modelkitLinks
Toolkit for developing and maintaining ML models
β154Updated last year
Alternatives and similar repositories for modelkit
Users that are interested in modelkit are comparing it to the libraries listed below
Sorting:
- π² A curated list of MLOps projects, tools and resourcesβ186Updated last year
- ForML - A development framework and MLOps platform for the lifecycle management of data science projectsβ107Updated 2 years ago
- Streamline scikit-learn model comparison.β143Updated 2 years ago
- Super Simple Similarities Serviceβ150Updated 3 months ago
- NitroFE is a Python feature engineering engine which provides a variety of modules designed to internally save past dependent values for β¦β106Updated 3 years ago
- β64Updated 2 years ago
- β Eurybia monitors model drift over time and securizes model deployment with data validationβ211Updated 8 months ago
- Concept drift monitoring for HA model servers.β102Updated 2 years ago
- UnionML: the easiest way to build and deploy machine learning microservicesβ335Updated last year
- π¦ Deployment tool for online machine learning modelsβ97Updated 3 years ago
- HiPlot fetcher for experiments logged with MLflowβ14Updated 3 years ago
- π¬ modelstore is a Python library that allows you to version, export, and save a machine learning model to your filesystem or a cloud stoβ¦β394Updated 6 months ago
- Hypergol is a Data Science/Machine Learning productivity toolkit to accelerate any projects into production with autogenerated code, stanβ¦β53Updated 2 years ago
- MLOps Python Libraryβ119Updated 3 years ago
- ML pipeline orchestration and model deployments on Kubernetes.β435Updated last year
- Materials for my 2021 NYU class on NLP and ML Systems (Master of Engineering).β96Updated 2 years ago
- Metadata store for Production MLβ88Updated 2 years ago
- π Material for PyData Global 2021 Presentation: Effective Testing for Machine Learning Projectsβ80Updated 3 years ago
- π Stream inferences of real-time ML models in production to any data lake (Experimental)β81Updated 3 years ago
- A library for preparing, training, and evaluating scalable deep learning hybrid recommender systems using PyTorch.β112Updated last year
- π Python project template with unit tests, code coverage, linting, type checking, Makefile wrapper, and GitHub Actions.β148Updated last year
- Powerful rapid automatic EDA and feature engineering library with a very easy to use API πβ53Updated 3 years ago
- Model Agnostic Confidence Estimator (MACEST) - A Python library for calibrating Machine Learning models' confidence scoresβ100Updated 2 months ago
- A tool to deploy a mostly serverless MLflow tracking server on a GCP project with one commandβ70Updated last month
- Tries to shrink your Pandas column dtypes with no data loss so you have more spare RAMβ84Updated last year
- CinnaMon is a Python library which offers a number of tools to detect, explain, and correct data drift in a machine learning systemβ77Updated 2 years ago
- Automatically transform all categorical, date-time, NLP variables to numeric in a single line of code for any data set any size.β65Updated 5 months ago
- Convert monolithic Jupyter notebooks π into maintainable Ploomber pipelines. πβ79Updated 9 months ago
- Data Analysis Baseline Libraryβ132Updated 8 months ago
- Woodwork is a Python library that provides robust methods for managing and communicating data typing information.β154Updated last week